epoch 0, loss_tr=22.130636 err_tr=0.990195 loss_te=22.689425 err_te=0.980856 err_te_snt=0.956710
epoch 8, loss_tr=20.568150 err_tr=0.521367 loss_te=22.130934 err_te=0.677157 err_te_snt=0.178932
epoch 16, loss_tr=20.326235 err_tr=0.296035 loss_te=21.947004 err_te=0.540979 err_te_snt=0.054113
epoch 24, loss_tr=20.214611 err_tr=0.175332 loss_te=21.878752 err_te=0.494983 err_te_snt=0.036075
epoch 32, loss_tr=20.152908 err_tr=0.108164 loss_te=21.802107 err_te=0.442365 err_te_snt=0.018759
epoch 40, loss_tr=20.116455 err_tr=0.069648 loss_te=21.772699 err_te=0.426425 err_te_snt=0.017316
epoch 48, loss_tr=20.094275 err_tr=0.048281 loss_te=21.739206 err_te=0.404967 err_te_snt=0.013709
epoch 56, loss_tr=20.076710 err_tr=0.033281 loss_te=21.746204 err_te=0.409933 err_te_snt=0.013709
epoch 64, loss_tr=20.065138 err_tr=0.024082 loss_te=21.699606 err_te=0.381376 err_te_snt=0.013709
epoch 72, loss_tr=20.055702 err_tr=0.017012 loss_te=21.693150 err_te=0.376662 err_te_snt=0.013709
epoch 80, loss_tr=20.048767 err_tr=0.013105 loss_te=21.669874 err_te=0.363432 err_te_snt=0.012266
epoch 88, loss_tr=20.042864 err_tr=0.010146 loss_te=21.646151 err_te=0.345264 err_te_snt=0.007215
epoch 96, loss_tr=20.038095 err_tr=0.007637 loss_te=21.678627 err_te=0.368259 err_te_snt=0.007937
epoch 104, loss_tr=20.034296 err_tr=0.006211 loss_te=21.656757 err_te=0.353556 err_te_snt=0.007215
epoch 112, loss_tr=20.030832 err_tr=0.005010 loss_te=21.664806 err_te=0.360525 err_te_snt=0.015152
epoch 120, loss_tr=20.027924 err_tr=0.003955 loss_te=21.608404 err_te=0.320737 err_te_snt=0.005772
epoch 128, loss_tr=20.025738 err_tr=0.003008 loss_te=21.611029 err_te=0.324137 err_te_snt=0.009380
epoch 136, loss_tr=20.023598 err_tr=0.002695 loss_te=21.606113 err_te=0.321268 err_te_snt=0.005772
epoch 144, loss_tr=20.021843 err_tr=0.002158 loss_te=21.596443 err_te=0.311578 err_te_snt=0.006494
epoch 152, loss_tr=20.020426 err_tr=0.002070 loss_te=21.626902 err_te=0.334194 err_te_snt=0.010823
epoch 160, loss_tr=20.018764 err_tr=0.001855 loss_te=21.572058 err_te=0.299243 err_te_snt=0.004329
epoch 168, loss_tr=20.017603 err_tr=0.001650 loss_te=21.583168 err_te=0.303122 err_te_snt=0.004329
epoch 176, loss_tr=20.016178 err_tr=0.001396 loss_te=21.576262 err_te=0.299520 err_te_snt=0.004329
epoch 184, loss_tr=20.015093 err_tr=0.001113 loss_te=21.578722 err_te=0.302754 err_te_snt=0.004329
epoch 192, loss_tr=20.014025 err_tr=0.001016 loss_te=21.633204 err_te=0.339224 err_te_snt=0.007937
epoch 200, loss_tr=20.013226 err_tr=0.000928 loss_te=21.569771 err_te=0.295899 err_te_snt=0.007215
epoch 208, loss_tr=20.012365 err_tr=0.000664 loss_te=21.570087 err_te=0.295184 err_te_snt=0.003608
epoch 216, loss_tr=20.011543 err_tr=0.000693 loss_te=21.585882 err_te=0.304152 err_te_snt=0.007937
epoch 224, loss_tr=20.011003 err_tr=0.000762 loss_te=21.565939 err_te=0.293915 err_te_snt=0.002886
epoch 232, loss_tr=20.009939 err_tr=0.000400 loss_te=21.579107 err_te=0.299145 err_te_snt=0.005051
epoch 240, loss_tr=20.009647 err_tr=0.000596 loss_te=21.558554 err_te=0.287436 err_te_snt=0.005772
epoch 248, loss_tr=20.008867 err_tr=0.000381 loss_te=21.561380 err_te=0.289822 err_te_snt=0.007215
epoch 256, loss_tr=20.008274 err_tr=0.000371 loss_te=21.562649 err_te=0.289686 err_te_snt=0.005051
epoch 264, loss_tr=20.007744 err_tr=0.000332 loss_te=21.553391 err_te=0.285328 err_te_snt=0.002886
epoch 272, loss_tr=20.007351 err_tr=0.000410 loss_te=21.573067 err_te=0.294920 err_te_snt=0.003608
epoch 280, loss_tr=20.006933 err_tr=0.000352 loss_te=21.601892 err_te=0.314370 err_te_snt=0.007215
epoch 288, loss_tr=20.006435 err_tr=0.000361 loss_te=21.559923 err_te=0.288449 err_te_snt=0.005051
epoch 296, loss_tr=20.005978 err_tr=0.000312 loss_te=21.545202 err_te=0.279492 err_te_snt=0.004329
epoch 304, loss_tr=20.005514 err_tr=0.000156 loss_te=21.568916 err_te=0.294223 err_te_snt=0.006494
epoch 312, loss_tr=20.005236 err_tr=0.000293 loss_te=21.549580 err_te=0.282344 err_te_snt=0.005772
epoch 320, loss_tr=20.004686 err_tr=0.000137 loss_te=21.562912 err_te=0.288209 err_te_snt=0.004329
epoch 328, loss_tr=20.004297 err_tr=0.000195 loss_te=21.552143 err_te=0.281331 err_te_snt=0.005051
epoch 336, loss_tr=20.004248 err_tr=0.000264 loss_te=21.538580 err_te=0.275007 err_te_snt=0.004329
epoch 344, loss_tr=20.003801 err_tr=0.000186 loss_te=21.565237 err_te=0.290697 err_te_snt=0.005051
epoch 352, loss_tr=20.003399 err_tr=0.000186 loss_te=21.544838 err_te=0.278123 err_te_snt=0.003608
